Among the biomarkers analyzed, p-Tau (including p-Tau181 and p-Tau217) consistently exhibited superior diagnostic accuracy, particularly in distinguishing AD from mild cognitive impairment (MCI) and cognitively normal individuals. The gene discussed is MAPT; the disease is Cognitive impairment.